Urja Pawar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Physiological Data

Probabilistic Neural Networks

Cardiac Arrhythmias

Machine Learning

Top Venues

Publications

Urja Pawar, Donna O'Shea, Ruairi O'Reilly, Maebh Costello, Christian Beder
Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation. IEEE Open J. Comput. Soc. 5 (2024)
Urja Pawar, Christian Beder, Ruairi O'Reilly, Donna O'Shea
On the Impact of Neighbourhood Sampling to Satisfy Sufficiency and Necessity Criteria in Explainable AI. CLeaR (2024)
Zachary Dair, Muhammad Muneeb Saad, Urja Pawar, Samantha Dockray, Ruairi O'Reilly
Classification of Stress via Ambulatory ECG and GSR Data. CoRR (2022)
Urja Pawar, Christopher T. Culbert, Ruairi O'Reilly
Evaluating Hierarchical Medical Workflows using Feature Importance. CBMS (2021)
Urja Pawar, Donna O'Shea, Susan Rea, Ruairi O'Reilly
Incorporating Explainable Artificial Intelligence (XAI) to aid the Understanding of Machine Learning in the Healthcare Domain. AICS (2020)
Urja Pawar, Donna O'Shea, Susan Rea, Ruairi O'Reilly
Explainable AI in Healthcare. CyberSA (2020)
P. Nisha, Urja Pawar, Ruairi O'Reilly
Interpretable Machine Learning Models for Assisting Clinicians in the Analysis of Physiological Data. AICS (2019)
Gaurav Kumar, Urja Pawar, Ruairi O'Reilly
Arrhythmia Detection in ECG Signals Using a Multilayer Perceptron Network. AICS (2019)